{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CPW Launch Pad"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Preparations"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The next cell enables [module automatic reload](https://ipython.readthedocs.io/en/stable/config/extensions/autoreload.html?highlight=autoreload). Your notebook will be able to pick up code updates made to the qiskit-metal (or other) module code."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%reload_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Import key libraries and open the Metal GUI. Also we configure the notebook to enable overwriting of existing components"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict, Headings\n",
    "\n",
    "design = designs.DesignPlanar()\n",
    "gui = MetalGUI(design)\n",
    "\n",
    "# if you disable the next line, then you will need to delete a component [<component>.delete()] before recreating it\n",
    "design.overwrite_enabled = True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.terminations.launchpad_wb_coupled import LaunchpadWirebondCoupled"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'trace_gap': 'cpw_gap',\n",
       " 'coupler_length': '62.5um',\n",
       " 'lead_length': '25um',\n",
       " 'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'orientation': '0'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Explore the options of the LaunchpadWirebondCoupled\n",
    "\n",
    "LaunchpadWirebondCoupled.get_template_options(design)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Setup the launchpad location and orientation\n",
    "launch_options = dict(pos_x='990um', pos_y='2812um', orientation='270', lead_length='30um')\n",
    "\n",
    "lp = LaunchpadWirebondCoupled(design, 'P4_Q', options = launch_options)\n",
    "\n",
    "gui.rebuild()\n",
    "gui.autoscale()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get a list of all the qcomponents in QDesign and then zoom on them.\n",
    "all_component_names = design.components.keys()\n",
    "\n",
    "gui.zoom_on_components(all_component_names)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'layer': '1',\n",
       " 'trace_width': 'cpw_width',\n",
       " 'trace_gap': 'cpw_gap',\n",
       " 'coupler_length': '62.5um',\n",
       " 'lead_length': '30um',\n",
       " 'pos_x': '990um',\n",
       " 'pos_y': '2812um',\n",
       " 'orientation': '270'}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Look at the options of the launch pad in QDesign.\n",
    "lp.options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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JWWyUdQAAAADW1dvbyxRYAKgw1ogva1RYOp2Wy+XKFUxWmWT9smXlSLL8kXf5o8ss+UVV/ug76+f8om/l8fnXWPn8yk0apLd/sWSNCLQKO+s+K8u1QqVboQJvtSJvZSm3sqAsxCo8888vFco6AACwYY2NjWespwUAAAD7uFwupdPpZSPmVhuRZq29ZprmGSXYWoXYynJMUsGlGVa750qFyjpJy8rCbDarRCKRGzm4mpXXzy/SVrtP/ii6/HX81pJf1lnnlQplHQAA2LCdO3cWXBwfQO2bmprS6Oiotm7dancUAEAeh8Mhl8uVm0KaTqdzBVS+jUwBXa+wWqvUW/lc/jkrrXaf/NFq+VN8VxvBl595Zf5Ca9St/NlaD3bl+nQr8+WvG2sVnoysAwAAFcGaKlEJu4cBKK9CG1wAAOxnre1mjfyy/v+1tQ6qtWbdytJstaLrfL/nrTUK7lyuY5Vr57tG3MrpviunA2cyGaVSqdwardZ0YqsAzR9Vt9rIxWKhrAMAABv2wgsvKJVKqbGx0e4oAAAA+HdWwWQVUKlUKjfN1XpOWj79c6Oj6c5Wsa5nFWtW0ZjNZuVyuc65sMt/r9YU1vyizrqPtYO6VXhaz1nXsDbwKCXKOgAAAAAAgCpn7f5qjbCz1nuTtO40z0rkcDhyI9qsIs00TXk8nqLlt0bruVyuZaPr8j9H6dej/FwuV1l2Ri9tFQgAAAAAAICSczgc8ng8uVFf+SWXNSKs0Fp2lWxlOZZKpXJr8xWbw+GQ2+2W1+tdtnuudS+n0ym3212Wz4+yDgAAAMC62tvb1dPTY3cMAMAaViuUrPXXqpHL5Vr2nqzCrlSs9eryrSxCS42yDgAAAMC6fD6f6uvr7Y4BAFjHynLLWnOtFKPRysEaFWgVaNaafKUq7KwRifn393g8ZZn+ail6WXfPPffo8ssvV29vr3p7e/W+971PP/nJT9Y854knntDVV1+t9vZ2XXDBBbr33nuXvf7ggw+qsbHxjMfS0lKx4wMAgDXs2bOH/7EObFKRSESnT5+2OwYAYB355Za1m2kqlVIikaja0m61wq6Yu5Rns1mlUiktLS0t21DC4/GUfPfXlYp+t2AwqD/90z/V9u3bJUn/5//8H330ox/VU089pZGRkTOOP378uH73d39XN998s+69917927/9mz772c+qo6NDH/7wh3PH+f1+Pf/888vO9fl8xY4PAADWUM7h/wAqSzQaVSgUUltbm91RAADrsEomwzBya7xZu5xaG01U02YT0q+nolo7xGazWSWTSRmGcc6j3lbuBmttKGHdz+12y+12F+stbFjRy7oPfvCDy37+8pe/rG9/+9s6dOhQwbLu29/+tvr6+vS1r31NkrR792798pe/1De+8Y1lZZ1hGOru7i52XAAAcBbeeustxeNx1dXV2R0FAAAAa7BGo1mFXTabzRVdmUwmt0Psyod1biWyCrtkMrls11urdLTeQ6HyztoswirorEf+JhIWa+2/co+os5T0rplMRv/3//5fLS4uat++fQWPefrpp3Xttdcue+66667T/fffr1QqlWswFxYWNDw8rEwmo4suukj/43/8D1188cXLzkskEopGo5Le/s2f1+uV1+stwTsDAGBzCoVCy9bwAAAAQOVaWdjlf4/LL+6sY63CK//PlQ+7WYWcldsq3fJfd7lccjgcuSLOKunyfy7EGqVn92ySktz5pZdeUnd3t9ra2vTHf/zH+ru/+zsNDw8XPHZmZkZdXV3Lnuvq6lI6ndbc3JwkadeuXbr77rv1gx/8QN/5znfk9Xp13XXX6Y033lh23oEDBzQ0NCRJGhoa0oEDB0rw7gAAAAAAAKqHy+WS1+s9Y6dYq5RzOp259e0ymUxujbtEIqGlpaVlj0QioWQymVszzppea410yy/Ezmd9vJXXsUo5656rsabHWvmtrFY2q5BbWcZZ0169Xq/ty76UZGTdrl279POf/1zhcFj/+I//qFtuuUX/9E//tGpht7KZtf5hWs/v27dv2ci8K664QldddZXuuuuuZYXcbbfdpptvvllDQ0M6evSoOjo6iv3WAAAAgE2pvr5ejY2NdscAAJwjawqp0+nMjbKz+hdrNJpV2BUaiWYdu7KAW1n+rfz7ys5ntdF5K6+b//PKv2+kBLRKuZUjBq3CL797yv9sKkFJyjqPx6PBwUFJ0iWXXKLnnntOf/VXf6VvfvObZxzb1dWl6enpZc/Nzs7K5XKtunitw+HQ3r17dezYsWXPe71eNTU1SZKampqYAgsAAAAUSWtr6xkzYgAA1cUwjNwUUWuEmlVeZbNZuVyuZRtPrCzprBIv/+eVJd7K4637no1C560s/9Yq7KwNNvJHDOaPyrPOdTqdcrlcuaKyUpRlpTzTNJVMJgu+dvnll+uRRx5Z9txjjz2mSy65ZNUdN0zT1OHDh7Vnz56iZwUAAKsLBAKanJy0OwYAG6RSKSWTSXk8HrujAADOU/5IsvzSLplM5qbFWqXeelNC1yrp8lml2crzVhZya60nZx2bzWaXTW1deYzb7c6NksufqrtyJKH1HitN0cu6L3/5y/oP/+E/qK+vT9FoVH//93+vJ554QgcPHpQk3X777ZqYmNA999wjSfr93/993X333frCF76gm2++Wc8884zuv/9+fec738ld8ytf+Yr27dunwcFBRaNR3XnnnTp8+LDuuOOOYscHAABr6O7uzq0pC2BzmZmZ0fj4uLZv3253FABAkTidzlwxZxVa+WvDWa8XWuPNkj/izSrErLXhVm5MsZHRa/mlX/4oPuv8/J1r83d0zZ/uKik31XflWnX5RWSlKnpZNzMzo0984hOampqS3+/XBRdcoIMHD+p973ufJGlqakpjY2O54/v7+/WjH/1IX/jCF/TXf/3X6u3t1Z//+Z/rwx/+cO6YcDisz3zmM5qenpbf79fFF1+sRx99VJdeemmx4wMAgDWEQiGl02nbtrEHAABA8VklllXSWSWXNSrNKses4wrtDGuaZm6EXv4mDmdbiq0caWdNWzVNc1nJln9tq5DLZDJKJpPLRtxZWfKn+FY6Y2Fh4dy35qhAkUhEgUBAExMT8vv9dscBAKCmPP7440qlUiwyD2xCp06d0oUXXsjIOgDYBKziy3rkT2211rPLL+Os6atLS0u50XAej+eM3WfPljU119r91e1255ZjyC/o8kfYSct3uc1fg69a8GtxAAAAAAAA5FgbUbhcrlwRll+KWT+vnOqav36ctabcylJvLdb5+VNxM5lM7vVMJqNEIrHqFNmV03arqaDLR1kHAAAAAACAgqyizeVy5Uoyq6yzfi60qYQ1LTadTudGuq21dl3+7rKrbVJh3Tu/IMxfw66aC7p8lHUAAAAA1hUMBpkCCwCbXP7oNbfbvaysW/mntHyziPwRchu9l/XnynIu/89aKOdWoqwDAAAb5vP5zvqLFgAAAGqTVd7lyy/o8kfIFfo5/zrWn4V2kK3VUm41lHUAAGDDhoeH9corr9gdA4ANZmdndfLkSQWDQbujAAAq2FpTXbExlb9fLQAAAADbJZNJJRIJu2MAAFDzKOsAAMCGvfDCC1pYWLA7BgAAAFCzKOsAAMCGZbNZuyMAAAAANY2yDgAAAAAAAKgQlHUAAAAA1tXa2qquri67YwAAUPMo6wAAAACsq76+Xo2NjXbHAACg5lHWAQCADdu9e7fq6ursjgHABgsLCwqHw3bHAACg5lHWAQCADaurq5PT6bQ7BgAbhMNhzc3N2R0DAICaR1kHAAA2bHR0VEtLS3bHAAAAAGoWZR0AANiwubk5pdNpu2MAAAAANYuyDgAAAAAAAKgQlHUAAAAA1uXz+dhgBgCAMqCsAwAAALCu9vZ29fb22h0DAICaR1kHAAA2rKurS2632+4YAGyQzWaVyWTsjgEAQM2jrAMAABsWDAbl9XrtjgHABpOTkzpx4oTdMQAAqHmUdQAAYMMWFhYYWQMAAACUEGUdAADYsNdff13xeNzuGAAAAEDNoqwDAAAAAAAAKgRlHQAAAAAAAFAhKOsAAAAArKunp0fbtm2zOwYAADWPsg4AAGyYy+WSYRh2xwBgA6fTKafTaXcMAABqHmUdAADYsAsvvFANDQ12xwBgg7m5OU1NTdkdAwCAmkdZBwAAAGBdS0tLisVidscAAKDmUdYBAIANe/nll7W4uGh3DAAAAKBmUdYBAIANSyaTMk3T7hgAAABAzaKsAwAAAAAAACoEZR0AAACAdTU3N6utrc3uGAAA1DzKOgAAAADramxsVEtLi90xAACoeZR1AABgwwYHB+Xz+eyOAcAGsVhMCwsLdscAAKDmUdYBAIAN8/v9crlcdscAYIP5+XnNzMzYHQMAgJpHWQcAADZscnJSiUTC7hgAAABAzaKsAwAAGzY1NaVUKmV3DAAAAKBmUdYBAAAAAAAAFYKyDgAAAMC63G63vF6v3TEAAKh5rBANAABQAqZp6o033lAymbQ7CtbQ2dmprq4uu2NUha6uLgWDQbtjAABQ8yjrAADAhrW1tWlubs7uGFUhHA7r508fksNbJ8NgMkMlymTS6mk5qfe//zfsjgIAAJBDWQcAADZs27ZtWlxctDtG1TANh979gQ+po6vb7igo4Okn/j8tzY7ZHaNqTExM6M0339T27dvtjgIAQE3j17wAAGDDlpaWlM1m7Y4BwAamadodAQCATYGyDgAAbNiRI0cUi8XsjgEAAADULMo6AAAAAAAAoEJQ1gEAAAAAAAAVgrIOAAAAwLq6urrU19dndwwAAGoeZR0AAACAdbndbnk8HrtjAABQ8yjrAADAhr3zne9UY2Oj3TEA2GB+fl6zs7N2xwAAoOZR1gEAAABYVywWUzQatTsGAAA1j7IOAABs2NGjRxWLxeyOAQAAANQsyjoAALBhsVhM2WzW7hgAAABAzaKsAwAAAAAAACoEZR0AAACAdTU1NamlpcXuGAAA1Lyil3X33HOPLr/8cvX29qq3t1fve9/79JOf/GTNc5544gldffXVam9v1wUXXKB77733jGMOHjyovXv3qq2tTXv37tVDDz1U7OgAAAAAVuH3+9XW1mZ3DAAAal7Ry7pgMKg//dM/1c9+9jP97Gc/0zXXXKOPfvSjeuWVVwoef/z4cf3u7/6urrzySj311FO67bbb9PnPf14HDx7MHfP000/r4x//uG688Ub94he/0I033qibbrpJhw4dKnZ8AACwhm3btsnr9dodA4ANEomE4vG43TEAAKh5rmJf8IMf/OCyn7/85S/r29/+tg4dOqSRkZEzjv/2t7+tvr4+fe1rX5Mk7d69W7/85S/1jW98Qx/+8IclSd/61rf0vve9T7fddpskaWhoSE8++aS+9a1v6b777iv2WwAAAKtoa2vT1NSU3TEA2ODUqVOanJzU9u3b7Y4CAEBNK+madZlMRj/84Q+1uLioffv2FTzm6aef1rXXXrvsueuuu06//OUvlUqlJEnPPPNMwWOefvrp0gQHAAAFzc7OKplM2h0DAAAAqFlFH1knSS+99JKuvfZaLS0tqbGxUX/3d3+n4eHhgsfOzMyoq6tr2XNdXV1Kp9Oam5tTT0+PpqenCx4zPT297LlEIqFoNCpJikaj8nq9TNUBAKCIxsfHlUql5PF47I4CAAAA1KSSjKzbtWuXfv7zn+unP/2p/st/+S+65ZZbdOTIkVWPNwxj2c+maRZ8fuUxK18/cOCAhoaGJL09VfbAgQPn+hYAAAAAAACAsivJyDqPx6PBwUFJ0iWXXKLnnntOf/VXf6VvfvObZxxbaITc7OysXC5Xbrep7u5uzczMnHHMytF2t912m26++WYNDQ3p6NGj6ujoKObbAgAAADYtp9Mpl6sk//MBAADkKemadRbTNFdd3+byyy/X448/vuy5xx57TJdcconcbrckad++fQWPufzyy5c95/V61dTUJElqampiCiwAAABQJD09Pdq6davdMQAAqHlFL+u+/OUv66mnntKJEyf00ksv6ctf/rKeeOIJffSjH5Uk3X777frEJz6RO/73f//3NTY2pi984Qt69dVXdf/99+v+++/Xf/tv/y13zKc+9Sk99thjuuOOO3T06FHdcccd+ulPf6pPf/rTxY4PAADW4Pf75XQ67Y4BAAAA1Kyil3UzMzP6xCc+oXe+8536j//xP+rZZ5/VwYMH9b73vU+SNDU1pbGxsdzx/f39+tGPfqQnnnhCV155pb761a/qz//8z/XhD384d8z+/ft133336YEHHtD+/fv14IMP6rvf/a4uu+yyYscHAABrGBwcVF1dnd0xANhgampKJ06csDsGAAA1r+iLTvzVX/3Vmq/ffffdZzz3rne9S0899dSa511//fW6/vrrzysbAAA4P+l0uuAmTwBqXyaTUSaTsTsGAAA1ryxr1gEAgNrw4osvanFx0e4YAAAAQM2irAMAAAAAAAAqBGUdAAAAAAAAUCEo6wAAAACsq6OjQ729vXbHAACg5lHWAQAAAFiX1+tlN2gAAMqAsg4AAGzYhRdeqIaGBrtjALBBOBzW3Nyc3TEAAKh5lHUAAGDDXC6XDMOwOwYAGywsLCgcDtsdAwCAmkdZBwAANuzYsWOKx+N2xwAAAABqFmUdAADYsEgkokwmY3cMAAAAoGZR1gEAAAAAAAAVgrIOAAAAwLoaGhrU1NRkdwwAAGoeZR0AAACAdbW0tKizs9PuGAAA1DzKOgAAsGHBYFAej8fuGABskEqllEwm7Y4BAEDNo6wDAAAb1tXVRVkHbFIzMzMaHx+3OwYAADWPsg4AAGzY/Py8UqmU3TEAAACAmkVZBwAANuz48eNKJBJ2xwAAAABqFmUdAAAAAAAAUCEo6wAAAACsyzAMGYZhdwwAAGoeZR0AAACAdQUCAQ0MDNgdAwCAmkdZBwAANqy+vl4OB18fAAAAgFLh2zYAANiwoaEh1dfX2x0DgA1mZmY0Pj5udwwAAGoeZR0AAACAdaVSKSWTSbtjAABQ8yjrAADAhj3//PNaWFiwOwYAAABQsyjrAAAAAAAAgApBWQcAAAAAAABUCMo6AAAAAOtqa2tTd3e33TEAAKh5lHUAAAAA1lVXV6eGhga7YwAAUPMo6wAAwIYNDw+rrq7O7hgAbBCNRhUKheyOAQBAzaOsAwAAG+bz+eR0Ou2OAcAGkUhEp0+ftjsGAAA1j7IOAABs2IkTJ7S0tGR3DAAAAKBmUdYBAIANO336tNLptN0xAAAAgJpFWQcAAAAAAABUCMo6AAAAAOvy+Xyqr6+3OwYAADWPsg4AAADAutrb29XT02N3DAAAah5lHQAA2LDu7m653W67YwCwQSaTYc1KAADKgLIOAABsWCAQkNfrtTsGABtMTU1pdHTU7hgAANQ8yjoAALBh0WiUkTUAAABACVHWAQCADXvjjTe0tLRkdwwAAACgZlHWAQAAAAAAABWCsg4AAAAAAACoEJR1AAAAANbV29ur/v5+u2MAAFDzKOsAAMCGeTweGYZhdwwANnA4HHI4+J8PAACUGv+1BQAAG7Znzx41NDTYHQOADU6dOqXJyUm7YwAAUPMo6wAAAACsK5FIKB6P2x0DAICaR1kHAAA27KWXXtLi4qLdMQAAAICaRVkHAAA2LJVKyTRNu2MAAAAANYuyDgAAAAAAAKgQlHUAAAAA1tXS0qL29na7YwAAUPMo6wAAAACsq6GhQc3NzXbHAACg5lHWAQCADdu5c6fq6ursjgHABrFYTNFo1O4YAADUPMo6AACwYY2NjXI6nXbHAGCD+fl5zc7O2h0DAICaR1kHAAA27OTJk0okEnbHAAAAAGoWZR0AANiwmZkZpVIpu2MAAAAANYuyDgAAAAAAAKgQRS/rDhw4oGuuuUY9PT3q7+/XDTfcoNdee23d8+6++25dcskl6ujo0Dvf+U797d/+7bLXH3zwQTU2Np7xWFpaKvZbAAAAALCCx+ORz+ezOwYAADXPVewLPvnkk7rlllt0ySWXKJPJ6H/9r/+lD33oQ3r22WfV0NBQ8Jx77rlHX/7yl/XNb35Te/fu1bPPPqvPfOYzamlp0Qc/+MHccX6/X88///yyc/nCAAAAAJReZ2enAoGA3TEAAKh5RS/rDh48uOznO++8UwMDA3r++ed19dVXFzzne9/7nn7v935PH/nIRyRJAwMDOnTokP7iL/5iWVlnGIa6u7uLHRkAAGxQe3u7Tp06ZXcMADYwTVOmacowDLujAABQ00q+Zl0kEpEktba2rnpMIpGQ1+td9lxdXZ2effbZZYtYLywsaHh4WLt27dJHPvIRvfDCC6UJDQAACtq6dSuj2oFNamJiQm+99ZbdMQAAqHklLetM09QXv/hFXXHFFdqzZ8+qx1133XX67ne/q+eff16maeqXv/yl7r//fqVSKc3NzUmSdu3apbvvvls/+MEP9J3vfEder1fXXXed3njjjdx1EomEotGoJCkajSqRSJTy7QEAsOnE43FlMhm7YwAAAAA1q6Rl3a233qqXXnpJ991335rH/cmf/Il+4zd+Q+9973vV0tKij370o/rYxz72dkDH2xH37dunG264QRdeeKGuuuoqPfDAA9qxY4fuuuuu3HUOHDigoaEhSdLQ0JAOHDhQmjcGAMAm9eqrryoej9sdAwAAAKhZJSvrPve5z+mRRx7RI488omAwuOaxdXV1uvPOOzU7O6tXXnlFr776qrZu3aqmpiZ1dHQUPMfhcGjv3r06duxY7rnbbrtNR48elSQdPXpUt912W/HeEAAAAAAAAFBiRS/rTNPUrbfeqoceekg//vGP1d/fv+Fz3W63gsGgnE6n/v7v/16/+Zu/mRtZV+g+hw8fVk9PT+45r9erpqYmSVJTU9MZ6+ABAAAAAAAAlazou8F+9rOf1Q9/+EN973vfU1NTk6anpyVJfr9fdXV1kqTbb79dExMTuueeeyRJr7/+up577jldeumlCoVC+uY3v6kjR47or//6r3PX/cpXvqJ9+/ZpcHBQ0WhUd955pw4fPqw77rij2G8BAAAAwArd3d3asmWL3TEAAKh5RS/r7r33XknSBz7wgWXP33XXXbl16KampjQ2NpZ7LZPJ6Bvf+IZef/11ud1uXXPNNfqXf/kXbdu2LXdMOBzWZz7zGU1PT8vv9+viiy/Wo48+qksvvbTYbwEAAKxitRHvAGqfy+WS2+22OwYAADXPWFhYMO0OUUyRSESBQEATExPy+/12xwEAoKbMz8/rlVdesTtGVQiFQjr443/S+z70/1NHV7fdcVDA00/8f1qaHdMHfvM37Y5SFRYXF/WOd7xDXV1ddkcBAKCm8etxAAAAAOuKx+NaWFiwOwYAADWPsg4AAGzYq6++qlgsZncMAAAAoGZR1gEAgA2Lx+PKZrN2xwAAAABqFmUdAAAAAAAAUCEo6wAAAACsq6mpSa2trXbHAACg5lHWAQAAAFiX3++nrAMAoAwo6wAAwIYNDAzI6/XaHQOADZaWlthgBgCAMqCsAwAAG9bS0iK32213DAA2mJub09TUlN0xAACoeZR1AABgw6anp5VMJu2OAQAAANQsyjoAALBhExMTlHUAAABACVHWAQAAAAAAABWCsg4AAADAulwuF2tWAgBQBpR1AAAAANbV3d2tLVu22B0DAICaR1kHAAA2rLm5WU6n0+4YAAAAQM2irAMAABs2ODiouro6u2NUFdPM2h0Bq+CfzcaZpqmJiQmdOHHC7igAANQ8yjoAALBhfr9fpmkqlUrZHaXiNTY2yuWQ5mZm7I6CVcxNT6q1pcXuGFUhEomorq5Ora2tdkcBAKDmUdYBAIANM01Tbrdb4XBYpmnaHaeiuVwu9XZ3afLkqN1RUEAkHNJieF7BYNDuKBUvkUgok8loaGhIfr/f7jgAANQ8yjoAALBhTqdTIyMjamhoUCQSsTtOxQsGAjo1Oa5UMml3FKwwNT4mp2Gqp6fH7igVLZvNKhKJaMuWLWwuAQBAmVDWAQCAs9LU1KShoSFlMhklEgm741S0QCAgpVOanjxpdxSsMDE+qp6OdrndbrujVDSHw6GhoSHt3r1bhmHYHQcAgE2Bsg4AAJy1vr4+bd26lbJuHX6/X/7GBk2OMxW2kqTTKZ2aGGMK7Dqy2ay2bNmi4eFh+Xw+u+MAALBpUNYBAICzZhiGRkZGdNVVVzHaZh19gV5NjZ1gjb8KMjM5qWw6SVm3hnQ6rdOnT6uhocHuKAAAbDqUdQAA4Jy43W75/X61t7crFovZHadiBYNBxaNhhUPzdkfBv5scH5W/oZ7NElZhmqZCoZC6u7vV3NxsdxwAADYdyjoAAHBeDMNQLBZTOp22O0pF6u7ultthaHKMqbCVwDRNTY4dV7C3h1Ghq4hGo6qvr9fw8LBcLpfdcQAA2HQo6wAAwHnZvn27enp6FAqFmOpZgNPpVG93pyZPUtZVgmgkrFgkxBTYVSQSCaXTaQ0NDTGqDgAAm1DWAQCA8+JyuTQ8PKyGhgZFIhG741SkYDCouclxpZJJu6NsepPjo3IZpnp6euyOUpHq6+s1MjKivr4+u6MAALBpUdYBAIDz5vf7NTQ0JMMwlM1m7Y5TcQKBgJRJa2pi3O4om97k2Ki6OzuY3lmAaZoaHh7W4OCgHA7+ZwIAAHbhv8IAAKAo+vr69N73vlf19fV2R6k4TU1Nam5q0OT4mN1RNrVUKqXZyTH1MQX2DLFYTLFYTHV1dXZHAQBg06OsAwAARWEYhnw+n7Zt26ZoNGp3nIrTFwhoeuw46/rZaGZyQmY6xXp1K6TTacViMW3dulVut9vuOAAAbHqUdQAAoKhM01Q2m9Xi4qLdUSpKMBhUfCGi8Pxpu6NsWpPjo2puqFdTU5PdUSqGaZoKhULq6urS4OAgO+QCAFABKOsAAEBRdXZ2aseOHYrH40qn03bHqRhdXV3yOB2aGGdXWDuYpqnJseMKBnoppPJEo1HV1dVpZGSEUXUAAFQIyjoAAFB027dvV3d3t0KhENM+/53T6VRPd6emKOtsEQmFFI+EmAK7Qm9vry644AI1NzfbHQUAAPw7yjoAAFB0LpdLIyMjamxsVDKZtDtOxegLBjU3dVLJRMLuKJvO5MlRuRxSd3e33VEqQjablcfj0Z49e97erRgAAFSMgmVdMpnU6dOnNTMzo9OnT/MlGwAAnDW/369rrrlGfX19dkepGIFAQMqkNT1x0u4om87k+Kh6u7vkcrnsjlIRwuGwJPF5AABQgXL/dc5mszp58qQmJiZy27a7XC6l02nF43HV19crEAgoGAzK4WBAHgAAWJ/b7VZ/f7/Gxsbk8Xg2/XeIxsZGtfgbNTE+qi0D2+2Os2mkUimdmhzX5RdfYHeUihCLxeRwOLR161bW7wMAoALlyrpnnnlG7e3t2r17t/x+/7L/cJumqUgkounpaT3zzDPav3+/LWEBAED1yWazcrlcCoVCamtrszuO7foCAb0+fkKmaVKUlMnM5EkpnWK6p6R0Oq3FxUUNDQ2pq6vL7jgAAKCAXFl36aWXrjoM3jAMNTc3q7m5mV3dAADAWfH5fBoZGdGhQ4e0uLiohoYGuyPZKhgM6sVXX1fo9Jxa2zvsjrMpTIyNyt/YIL/fb3cUW5mmqVAopO7ubu3YsYOyGACACpWbi7LR9SpY1wIAAJytjo4ODQ4OKh6Pb/pf/HV2dsrjdGiSXWHLwjRNTY0dV1+g1+4oFWHXrl0aGRmR2+22OwoAAFhFweZtcXFRb7zxhhYWFpTJZJa9ds0115QlGAAAqB2GYWhwcFDz8/OKRCKb+pd/TqdTvT1dmhw7oZGLL7E7Ts0Lh+YVj4YV2HuR3VFslc1m1dnZqd27d9sdBQAArKPgN+XDhw+ro6ND/f39m34haAAAUBwul0t79+7V/Py8Xn/9dbvj2KovGNTPn/uVEokleb0+u+PUtKnxMbkdhnp6euyOYptsNqu5uTlt3brV7igAAGADCjZxyWRSO3bsUHNzs5qampY9AAAAzpXb7VZXV5c8Ho8SiYTdcWwTCASkTFrTEyftjlLzJsZPqLe7U06n0+4otgmHw2pubmZDCQAAqkTBsm7r1q0aGxsrdxYAALAJmKYpt9utSCSibDZrdxxbNDQ0qNXfpMkx1q0rpVQyqbmpk5t6F9hYLCbDMDQyMqK6ujq74wAAgA0oOA22q6tLzz//vI4dOyaPx7PstauuuqoswQAAQG0yDENDQ0MKhUIKhUJqa2uzO5ItgoFevTZ2QqZpsitniUxNjEvplILBoN1RbJFOp7W4uKihoSFG1QEAUEUKlnUvvPCCOjs71dm5uacMAACA0qirq9PIyIieffZZxWIx1dfX2x2p7ILBoF589XXNz51SW0en3XFq0tTJMTU3NWzapVzcbrf27Nmj/v5+CmEAAKpIwbIumUxq165d/EcdAACUTGdnpwYHB/XWW29tytFlnZ2d8ricmhwfpawrAdM0NTV6XIPBzTkFNpvNaufOnZt6Yw0AAKpVwTXrtmzZovHx8XJnAQAAm4hhGBocHNS73vUuud1uu+OUndPpVKC7U5NjJ+yOUpPC86cVX4hsyvXqksmkwuHwphyxCgBALSg4sm56elrxeFxvvvnmGWvWXXHFFWUJBgAAap/L5ZLL5VJ3d7eOHj2qxsZGuyOVVTAY1PFnf6VEYkler8/uODVlcnxMboeh7u5uu6OUVTabVTgc1tatWzfd/z0BAFArCpZ1w8PD5c4BAAA2MYfDoWQyqUQiIa/Xa3ecsgkEAjKyz2rq5Li2bd9hd5yaMjl+Qr09XZtu/eVwOKzm5mbt3r1bDkfBSTQAAKDCFSzrWltby50DAABsYn19fZqbm9OJEyfU3t6+aUqGhoYGtTX7NTl+grKuiJKJhOamTmrnOy+yO0pZxeNxGYah4eFhpsACAFDFCpZ1iURCJ06c0MLCgjKZzLLXLrvssrIEAwAAm4fD4dDu3bsVDocVDoc31S8Og4FevXrixKbcZKNUpidOSpm0gsGg3VHKqqWlRZ2dnZtu6i8AALWmYFl3+PBh+Xw+BQKBTfObbQAAYK+6ujoNDw/rV7/6lTKZzKaZvhgMBnX4yGuanzvFrrBFMnlyTC3+xk2zZptpmnI4HBoZGWFEHQAANaBgWbe4uKhLL72U3+4CAICy6urq0nvf+169+uqrikajdscpi46ODnndTk2MjVLWFYFpmpoaO66dfZtnF9iFhQV5vd5Ntd4jAAC1rOCwuZ6eHs3MzJQ7CwAA2OQMw5DH41F/f7+i0ahM07Q7Usk5nU4Furs0NX7C7ig1IXR6TksLEQUCm6OsSyaTSiaTGhgY2DSjUQEAqHUFR9YNDAzo0KFDevPNN+XxeJa9tnfv3rIEAwAAm5c1rS8ajcrv99sdp+SCwaDeOvRLJZbi8vrq7I5T1SbHR+VxOtTV1WV3lJLLZrMKh8PasmWLtm7danccAABQJAXLuhdeeEFNTU3q7OxkzToAAFB2zc3NGhoa0gsvvKBEIlHz0/sCgYCMzDOaOjmubYM77Y5T1abGR9Xb07UpRpmFw2E1NzdreHiY7+wAANSQVdesu+yyy1izDgAA2GbLli2am5vT6Oio2tvba7qMqK+vV3tLsybGRynrzkMykdDc9IR2XXKx3VHKor+/X93d3WwqAQBAjVl1zbpTp06d0wUPHDiga665Rj09Perv79cNN9yg1157bd3z7r77bl1yySXq6OjQO9/5Tv3t3/7tGcccPHhQe/fuVVtbm/bu3auHHnronDICAIDK53A4NDw8rNbWViWTSbvjlFwwGND02IlNsU5fqUxNjEuZtILBoN1RSiqbzaq+vl4jIyPq7GRTEgAAak3Bsi4ej+vw4cN6+umn9fzzzy97rOfJJ5/ULbfcoscff1wPP/yw0um0PvShD2lxcXHVc+655x59+ctf1pe+9CUdOnRIX/rSl3TrrbfqkUceyR3z9NNP6+Mf/7huvPFG/eIXv9CNN96om266SYcOHTqHtw0AAKpBXV2drrrqKu3YscPuKCUXDAaVjC/q9KlZu6NUrcnxMbX6m9TQ0GB3lJIxTVPz8/NyuVw1PdoUAIDNzFhYWDjj17cTExOrnnC2O2vNzs5qYGBA//RP/6Srr7664DHXXnut9u/fr//9v/937rn//t//u55//nn98z//syTppptuUjQa1T/8wz/kjvnwhz+slpYW3XfffbnnIpG3d/+amJjYFAtSAwCwGWQyGT3xxBMyDEMuV8FVPKpeNpvV9//+Rxq8eJ8ueOeldsepOqZp6qG/+652bemp6Q3RotGoDMPQ5ZdfrpaWFrvjAACAEij467hAILDq42xFIhFJUmtr66rHFFo4uq6uTs8++6xSqZQk6ZlnntG111677JjrrrtOTz/99LLrRKNRSW9/kUkkEmedFwAAVJ5sNiuv16tQKFSz00QdDocCPd2aHDthd5SqND93SonFaE1PgU0mk0omk9q1axdFHQAANSxX1h0/flzpdHrNg9PptN56660NX9w0TX3xi1/UFVdcoT179qx63HXXXafvfve7ev7552Wapn75y1/q/vvvVyqV0tzcnCRpenpaXV1dy87r6urS9PR07ucDBw5oaGhIkjQ0NKQDBw5sOCsAAKhcbrdbw8PDqqury/1irhb1BYOan53SUjxud5SqMzk+Ko/LWbNruGWzWYXDYQWDQW3bts3uOAAAoIRy80gMw9C//du/qbm5WS0tLaqvr5fT6VQmk9Hi4qLm5+cVjUa1ZcuWDV/81ltv1UsvvZSbyrqaP/mTP9H09LTe+973yjRNdXV16WMf+5j+4i/+Ys21OEzTXLZj7W233aabb75ZQ0NDOnr0qDo6OjacFQAAVLaWlhYNDQ3phRdeUDKZlMfjsTtS0QUCARmZpzV1ckz9O3bZHaeqTI2PKtDdKafTaXeUknA4HBoZGVFfXx9r1QEAUONy/6Xftm2brrzySnV2dioSiejYsWN65ZVXdOzYMUWjUfX09OjKK6/c8G/yPve5z+mRRx7RI488su50hLq6Ot15552anZ3VK6+8oldffVVbt25VU1NTrnDr7u7WzMzMsvNmZ2eXjbbzer1qamqSJDU1NZ0xtRYAAFS3LVu2qK+vL7dMRq2pq6tTR1uLJsdH7Y5SVRKJJc1NT9bsFNhMJqNAIKBdu3apvr7e7jgAAKDElq3Q7HA41NPTo56ennO+oGma+tznPqeHH35Y/+///T/19/dv+Fy32537kvX3f//3+s3f/M3cbw737dunxx9/XP/1v/7X3PGPPfaYLr/88nPOCgAAqovD4dBFF12kaDSqI0eO1OT6dcFAQC+/eULZbJYRVBs0dXJcRjZ9TusrV7pMJqPTp09r1y5GWgIAsFkUfTu1z372s/rhD3+o733ve2pqasqtKef3+1VXVydJuv322zUxMaF77rlHkvT666/rueee06WXXqpQKKRvfvObOnLkiP76r/86d91PfepTev/736877rhDv/Vbv6Uf//jH+ulPf7ruFFsAAFBbXC6XWltb1djYqJmZmdz3i1oRCAT0q5df1elTs+ro6rY7TlWYHD+htma/Ghoa7I5SVKZpKhQKqbOzU21tbXbHAQAAZVL0X9fee++9CofD+sAHPqDBwcHc40c/+lHumKmpKY2NjeV+zmQy+sY3vqErrrhCv/M7v6NEIqF/+Zd/WTbldv/+/brvvvv0wAMPaP/+/XrwwQf13e9+V5dddlmx3wIAAKgCbrdbCwsL626QVW06OjrkczuZCrtBpmlqauyEgoFeu6MU3cLCgrxer0ZGRmpyjUYAAFCYsbCwUFPzRyKRiAKBgCYmJuT3++2OAwAASiSVSunQoUOanZ1Ve3v7sk2nqt3PnnhCp5ey+o0PfcTuKBXv9KlZ/cs/fE+/ee17zmspl0qTTCYVjUZ14YUXamBgwO44AACgjFgIBQAAVCW3262RkRHV1dVpYWHB7jhFFQwEND87pXgsZneUijcxNiqPy6HOzk67oxRVfX29Lrjggg1v7gYAAGrHqmvWhUIhRaNRZTKZZc+fzYYRAAAApdTS0qJdu3bp6NGjMk2zZkbXBYNBObJPa2piXAM72FhgLVPjJxTs6ZbT6bQ7StFks1nt2rVLra2tdkcBAAA2KFjWHT16VNPT02ptbWUXMgAAUNG2bt2qnp4evfjii0omk3bHKQqfz6fOtlZNjp2grFtDYimu0zOTGrnsErujFE08HlcqlZLX67U7CgAAsEnBsm5qakqXX365fD5fufMAAACcFYfDIZ/Pp76+Pr3wwgtqamqyO1JRBAK9evnNUWWzWX55uoqpk+MyMmkFAgG7oxRFJpPRwsKCdu7cWXO7HAMAgI0r+M3P4/HU1FQCAABQ+wzDUCaTUaxG1nkLBoNKxWM6PTtjd5SKNTE+qvaWZtXX19sd5byZpqn5+Xl1dHRo586dNTOlGwAAnL2CZV0wGNSLL76o2dlZhcPhZQ8AAIBK1N3drYGBAS0uLp6x5m41am9vl8/j0sT4qN1RKpJpmpoeO6FgsDZG1S0sLMjn82nPnj3yeDx2xwEAADYqOA12dPTtL4VHjx5d9rxhGLrqqqtKnwoAAOAsGYahnTt3KhQKaXZ2Vu3t7VU9OsnhcCjY26OpsRO6aO8+u+NUnNOnZpWMLyoYDNodpSh6enrU3d3NphIAAKBwWXf11VeXOwcAAMB5c7vdGhkZ0XPPPad0Oi232213pPMSDAT0xr8dUjwWU10NTPUspsnxUXndTnV0dNgd5byYpimXy6WRkRFG1AEAAEmrTIOVpHQ6renpaY2Ojmp6elrpdLqcuQAAAM5JS0uL3v3ud6unp8fuKOctEAjIaWY1dXLM7igVZ3LshAI93VW/+UYoFFI2m636YhkAABRPwW834XBYTz31lEZHRxUOhzU6OqqnnnqKNesAAEBVcLlc2rZtmxYWFpTNZu2Oc858Pp862lo1MX7C7igVZSke1/zslPqqfApsPB6XJA0MDFT1lG0AAFBcBafBHj16VENDQ8t+Iz09Pa2jR49q3z7WTAEAAJXPNE15PB6Fw+GqXgcsGOjVi28cVzabrfpRZMUydXJMRiatQKB6N5fIZDJaWFjQzp07a2IUKAAAKJ6C3/hisZi6u7uXPdfV1aVYLFaWUAAAAOervr5eu3fvlmEYuRFM1SgYDCq9FNepmSm7o1SMyfFRtbc2q66uzu4o58Q0TYVCIXV0dGjnzp2MqgMAAMsULOsaGhp08uTJZc+dPHlSDQ0NZQkFAABQDD09PRoYGNDCwoIymYzdcc5Je3u76r1uTY2zbp0kZbNZTY+PVvUUWMMwNDQ0pAsuuIBNJQAAwBkKToMdHh7Wr371K504cUI+n09LS0syTVMXX3xxufMBAACcM8MwtGPHDoVCIcVisaociWUYhgK9PZocP6GLLr3c7ji2O31qVsn4YtVOgc1kMmpvb9euXbsYUQcAAAoqWNY1NjbqyiuvVDgcViKRkNfrVXNzM+ukAACAquPxeLRv3z7Nzs7qzTfftDvOOQkGAnrjF88oHltUXf3mnukwOT4qn9upjo4Ou6OcNdM0dfr0afX09FDUAQCAVa3avjkcDrW2tqqnp0etra0UdQAAoGq5XK7cIv7JZNLmNGevt7dXDjOrSabCanLshAK9PVX53TQUCsnv9ytYxVN4AQBA6eVG1v3rv/6r3v3ud0uSHn/88VVPeN/73lf6VAAAAEVmmqZ8Pp9mZ2fV3t5eVWWPz+dTZ3urJsdPaPuu3XbHsU08FtP87JQuvPxSu6OcNWuTk927d7MONAAAWFOurLv88l+vgXLFFVfYEgYAAKBUHA6HhoeHFQ6HFYlE1NLSYneksxIMBHT4tTeVyWTkdDrtjmOLqYlxObKZqhuZlslktLCwoB07dqi3t9fuOAAAoMLlfqXs8/lyT87MzKiuru6Mx8zMjC0hAQAAiqG+vl7Dw8OSfj3SqVoEg0GlE0uam5m2O4ptJsdOqKOtZdn31mrgcrl04YUXsqkEAADYkILzP1ZbfPn48eOlzAIAAFByPT096u/vVzabtTvKWWlra1O9163Jk5tz3bpsNqvpk6MKVtkusJlMRv39/RocHJTH47E7DgAAqALLdoOdnn77N7Wmaeb+bonH43K5Cm4eCwAAUDUMw9Du3bu1bds2vfjii1VT2hmGob5ArybHjuviSy9f/4Qac3p2Rql4rKqmwKZSKUUiEXm9XrujAACAKrKsfRsfH5f0dlln/d3i8Xi0Z8+e8iUDAAAoEafTqcbGRrW3t+v48eNVs+B/IBDQaz9/WrHFBdU3NNodp6wmxkfl87jU3t5ud5QNMU1ToVBIwWCw6tZHBAAA9lpW1u3du1fS29Ngt2/fbksgAACAcnG73VpaWpLb7a6KKYq9vb1ymFlNjo9pcGjY7jhlNTV2QsGe7qrZxTccDsvv92tkZGTTbggCAADOTe7bTjKZzD3Z19enZDJZ8AEAAFArtm3bpkAgoHA4XBXTYb1er7o62jQ5Pmp3lLKKx2KaPzVdNVNgl5aWZJqmdu/eXTWjNgEAQOXIjax76qmn9N73vleS9LOf/WzVE6677rrSpwIAACgDh8Oh4eFhRSIRRSKRqpiuGAwE9MLRY8pkMptmxNbUyTE5zawCVbK5RHNzs3bu3Kne3l67owAAgCqUK+usok6ikAMAAJtHQ0ODhoeH9dJLLymbzVb8NMtAIKDnDr+kU9NT6g5Ux0iz8zUxfkIdrS3y+Xx2R1mTaZqSpOHhYUbUAQCAc7ahb6OhUEjhcLjUWQAAAGzR09Oj97znPWpqarI7yrra2tpU7/Vo8uSY3VHKIpvNanp8VMFg5Y+qW1xcVDwel9vttjsKAACoYgXLumeffVahUEiS9NZbb+nw4cM6fPiw3nrrrXJmAwAAKAvDMOR2u7VlyxZFIpHcCKlKZBiG+gK9mhw7bneUspibnVZ6KV7x69WlUiktLS1pYGCgKjYrAQAAlatgWbewsKDm5mZJ0vj4uPbu3at9+/ZpfHy8rOEAAADKyeFwyOFwaGFhwe4oawoEAoqePqXFhajdUUpucmxUdR6X2tvb7Y6yKtM0FQqFFAgENDAwYHccAABQ5VadBmuaphYWFuR0OtXQ0CCPx6N0Ol3ObAAAAGXV2tqqnTt3KplMKpVK2R1nVYFAQA5lNTle+1NhJ8dPKNDbI8Mw7I6yqnA4rKamJg0PD2+aTT8AAEDpFCzr2tvb9eKLL+rIkSPq7u6W9PYaHF6vt6zhAAAAyq2/v1+BQEChUKhip8N6PB51t7drcnzU7iglFY8tKnxqRn0VPgV2YGBAF110kRobG+2OAgAAaoCr0JMjIyOanJyUYRi5LeeTyaS2b99e1nAAAADl5nA4NDw8rMXFRSWTyYr9ZWUwGNDzR15XJp2W01XwK13Vmxwfk8PM5r6PVppsNqu6ujoNDQ0xog4AABRNwZF1TqdTfX196uzsVCwWUzKZVFtbm3p6esqdDwAAoOwaGhp09dVXq7+/3+4oqwoEAsoklzQ7M2V3lJKZHD+hjrZW+Xw+u6OcwTRNzc/PS3q74AUAACiWgr+GTSQSevnllzU/Py+3261UKqXW1lbt2bOnYn+7DAAAUExOp1NbtmzRm2++KY/HU3Ejp1pbW9Xg82pqfEw9gT674xRdJpPR9PioLtpVmTM7FhcX5fF4NDAwUNHr6QEAgOpT8NeAR44cUUNDg97znvfommuu0Xve8x41NDToyJEj5c4HAABgG9M05fP5ND8/X3Hr1xmGob5ArybHjtsdpSTmZqeVTiwpWIHr1aVSKS0tLWnHjh0VvUstAACoTgXLunA4rJ07d+Z+g+x0OrVz506Fw+GyhgMAALCTx+PRyMiIvF6vFhYW7I5zhmAwqOj8nBajUbujFN3k+JjqvW61tbXZHWUZ0zQVCoUUCAQ0MDBgdxwAAFCDCpZ1brdb0RVf+qLRqNxud1lCAQAAVIq2tjbt3LlTyWRSqVTK7jjL9PT0yKmsJmpwV9jJseMK9vZU3BRTwzB04YUXanh4uOKmRgMAgNpQcM26wcFBPf/88+rq6pLP59PS0pJmZmY0PDxc7nwAAAC26+/v1/z8vEKhUEX98tLj8airo11TJ0e1c3iP3XGKJra4oMjcrC4ZutzuKMtkMhkFAgENDg7aHQUAANSwgiPruru7ddlll8nn8ymRSMjn8+nSSy9Vd3d3ufMBAADYzul06p3vfKcuueQSu6OcoS8Y1PT4qDLptN1RimZyfEwOM6ve3l67o+RkMhmdPn26ospaAABQm1bdZ76hoUEDAwMaHBzUwMCAGhsby5kLAACgojidTrW2tsrj8WhpacnuODmBQEDZVEIz05N2RymayfFRdba3yuv12h1F0q/XqWtvb1dPT4/dcQAAQI0rOA02mUzq1Vdf1ezsbO65zs5ODQ0NVcyXJgAAADv4fD6dPHlSbre7ItYsa2lpUaPPp8nxUfUGt9gd57xlMhnNnBzVxUOVM9V0cXFRbrc7t9kIAABAKRUcWffSSy/J5XLpqquu0rXXXqurrrpKLpdLL7/8crnzAQAAVAzDMDQ0NKSOjg6FQiGZpml3JBmGob5gr6bGamOTiVPTU0on4goEAnZHkSSlUiktLS1px44dam9vtzsOAADYBAqOrAuHw3rHO94hh+PtLs/n82n37t3613/917KGAwAAqDQej0cjIyN65plntLi4WBFLhQQCAb365i+0EI2osclftOumkkn97Cc/VjKZKPj6loEduuCdlxbtfpI0eXJM9V6P2trainrdc+Xz+dTf368tW6p/1CIAAKgOBUfWtba2KhQKLXsuFAqptbW1HJkAAAAqWltbm3bu3CnDMCpidF1PT4+chqmJIo+uiy0uam5yXB11Lm1t9y97uBILmj45VtT7SdLk2HH1BXplGEbRr322MpmMdu7cqf7+/oqY8gwAADaHgiPrXC6XfvWrX6m19e2FfROJhObn59XV1aVXX301d9zu3bvLFhQAAKCSDAwMqK+vTy+88IJSqZStWTwej7o72jV1clS7Ri4o+vWHh4fV1dW17LmnnnpKpxPFLSoXF6KKnj6lvbsvL+p1z8XS0pLi8Ti7vwIAgLIrWNbV19erv78/97PP51Nzc3O5MgEAAFQ8h8Mhr9ernp4evfzyy/L7izf99FwEAwH98uWjyqTTcroKfsWreFMnx+RQ1vb16jKZjKLRqLZv366mpiZbswAAgM2n4De57du3lzsHAABAVXK5XMpkMlpaWpLP57MtRzAY1KFfHdbM1IR6+7baluN8TIyNqru9XR6Px7YMpmkqHA6rvb1dQ0NDFTEdFwAAbC4F16wDAADAxvT29mrbtm2KRqPKZDK25WhublZTnU8T48VfR64cMum0Zk6OKhDotTVHLBaTy+XS8PCwvF6vrVkAAMDmRFkHAABwHgzD0NDQkDo6OhQKhWzbcMIwDAUDvZoaP2HL/c/X7MyUMsklBYNBW3N0dXXpHe94hzo6OmzNAQAANi/KOgAAgPPk8Xg0MjKihoYGZbNZ23IEg0Ethk4rGgnbluFcTY2PqcHnVWtrqy33N01ThmFoeHhYvb32ju4DAACbW8GybmZmxtYvmgAAANWmra1N73nPe9Te3m5bhp6eHjkNU5Njo7ZlOFeTY8cV7O2xbY24SCSiZDIpV5VuzgEAAGpHwbLuxIkTeuKJJ/TKK6/o9OnTtk3nAAAAqCZOp1Nbt25VJBKx5fuT2+1WT0e7Jk9WV1m3GI0qOj9n2xTYpaUlZbNZ7dixQ06n05YMAAAAloK/Orzsssu0tLSkqakpvfbaa0qlUurq6lJvb6/8fn+5MwIAAFQNwzDk8XgUDofV0tJS9vsHg0E9++IRpdMpuVzust//XEyMj8qprC3TTzOZjKLRqLZv3277enkAAADSGmvW+Xw+9ff3a//+/brooot0+vRpPfPMM3rqqaf01ltvKZ1OlzMnAABAVWhsbNTu3btlmqaWlpbKfv9gMKhsOqmZycmy3/tcTZ0cVVdHhzweT9nvHQ6H1dbWpqGhIdum4AIAAORbtazLZrOamZnRiy++qF/96leqr6/XhRdeqAsuuEALCwt6/vnnC5534MABXXPNNerp6VF/f79uuOEGvfbaa+sG+f73v6/9+/ers7NTg4OD+sM//EPNzc3lXn/wwQfV2Nh4xsOOL8EAAABrCQQC2rZtm6LRqDKZTFnv7ff71VRfp8nx6pgKm0mnNT0+qmDAnk0dhoaGdOGFF8rr9dpyfwAAgJUKlnUvv/yynnjiCY2Ojqq1tVVXXnmlLr74YnV3d6u5uVl79uxRNBoteMEnn3xSt9xyix5//HE9/PDDSqfT+tCHPqTFxcVVQ/z85z/XJz7xCd100006dOiQHnjgAT333HP69Kc/vew4v9+vY8eOLXv4fL7zePsAAADFZxiGdu3apc7OzrLPRjAMQ32BXk2OHa+KdYdnpieVTSXKPgU1k8moqalJO3futG0HWgAAgEIKrllXX1+vffv2qa6uruBJDodD73rXuwq+dvDgwWU/33nnnRoYGNDzzz+vq6++uuA5hw4d0rZt2/SpT31KktTf36/f+73f01/+5V8uO84wDHV3d6/1fgAAACqC1+vVFVdcocnJSR0/frys9w4Ggzpy7LiikbD8zS1lvffZmhofU6PPV9b1/UzT1OnTp9XW1sbUVwAAUHEKjqwbGBhYtaizuN0bW7A4EolI0pq/sbz88st18uRJPfroozJNU9PT0zp48KDe//73LztuYWFBw8PD2rVrlz7ykY/ohRde2FAGAAAAOzgcDvX09CiVSimVSpXtvt3d3XIaZlVMhZ0cO6FgoKespVkkElFjY6O2bdtWtnsCAABs1Kpr1hWDaZr64he/qCuuuEJ79uxZ9bj9+/fr29/+tj7+8Y+rtbVVg4ODamlp0de//vXcMbt27dLdd9+tH/zgB/rOd74jr9er6667Tm+88UbumEQikZueG41GlUgkSvfmAAAANqi+vl6hUKhs01Ldbrd6Ojs0OVbZZd1CNKKF0FxZp8AmEgllMhkNDQ2pqampbPcFAADYqJKWdbfeeqteeukl3XfffWsed+TIEX3+85/XF77wBT355JM6ePCgjh8/rj/6oz/KHbNv3z7dcMMNuvDCC3XVVVfpgQce0I4dO3TXXXfljjlw4ICGhoYkvb1Y8IEDB0ryvgAAADbK6XRqZGRETU1NCofDZbtvXzCoU5PjZR3Rd7YmxkblVFY9PT1luV82m1UkEtHWrVvV19dXlnsCAACcrZKVdZ/73Of0yCOP6JFHHln3t6Vf//rXtX//fv3xH/+xLrjgAl133XX6i7/4C91///2ampoqeI7D4dDevXt17Nix3HO33Xabjh49Kkk6evSobrvttuK9IQAAgHPU2Nio3bt3yzTNsu1kHwwGlU0nNTM5UZb7nYupk6Pq7uyQx+Mpy/2cTqfe8Y53aPfu3axVBwAAKlbRyzrTNHXrrbfqoYce0o9//GP19/eve04sFpPDsTyK0+nMXW+1+xw+fHjZb2K9Xm9uOkNTU5O8Xu85vgsAAIDiCgQC2rp1a9mmwjY1NcnfUFex69Zl0mnNnhxTMBAoy/3S6bS2bNmi/v5+viMCAICKVvSy7rOf/ay+//3v62/+5m/U1NSk6elpTU9PKx6P5465/fbb9YlPfCL38wc/+EE99NBDuueee/TWW2/pF7/4hT7/+c/r0ksvVW9vryTpK1/5iv7lX/5Fb731lg4fPqxPfepTOnz4sH7/93+/2G8BAACg6AzD0AUXXKD9+/ef8UvKUt2vLxDQ5NjxshWEZ2NmakKZVKIs69WlUimFQqENb5AGAABgJ1exL3jvvfdKkj7wgQ8se/6uu+7Sxz72MUnS1NSUxsbGcq997GMfUzQa1d13360vfelLam5u1rvf/W792Z/9We6YcDisz3zmM5qenpbf79fFF1+sRx99VJdeemmx3wIAAEBJOBwONTY2qrGxUZOTk2poaCjp/YLBoF55/U1FwyH5W1pLeq+zNTE+pqY6n5qbm0t6H9M0FQ6H1dPTo46OjpLeCwAAoBiKXtYtLCyse8zdd999xnOf/OQn9clPfnLVc7761a/qq1/96nllAwAAqAQ+n0/xeFwej6eko726u7vlckgT46MVV9ZNjZ/QlkBvydeOi0Qiamho0MjIiFyuon/1BQAAKLrSz8EAAADAMtu3b1dvb69CoVBJp6i6XC71dHVW3Lp10UhYi6HTCpR4vbpEIqFMJqOhoaHcusYAAACVjrIOAACgzJxOp4aHh9XY2KhwOFzSe/UFgzo1Oa5UKlXS+5yNybFROQ0ztzZxqTQ1Nekd73iH+vr6SnofAACAYqKsAwAAsEFTU5N2794tr9db0tF1gUBAZjqlmcmTJbvH2Zo8OaqejvaSTQE2TTM3om7Lli0ln2oLAABQTJR1AAAANgkGg3r3u9+t+vr6kt3D7/eruaFeE2OVMRU2nU5p9uRYSafAxmIxxWIxdn8FAABVibIOAADAJoZhyO12KxAIKBwOl2yEXV8woKmx4yUdwbdRM5OTyqaTCgaDJbl+Op1WPB7X9u3bVVdXV5J7AAAAlBJlHQAAgM1cLpcMw1AsFivJ9QOBgOLRsCKhUEmufzYmx0fVVF+n5ubmol/bNE2FQiF1d3dr+/btRb8+AABAOVDWAQAA2Kyjo0M7duxQPB4vyUYQ3d3dcjsM23eFNU1Tk2PH1RfoLck6ctFoVA0NDRoZGZHL5Sr69QEAAMqBsg4AAKACbN++Xb29vQqFQkWfrupyudTT3amJ8RNFve7ZikbCikVCJVuvbtu2bbr44ovl9/tLcn0AAIByoKwDAACoAE6nU8PDw2ptbVU6nS769YOBgOamTiqVTBb92hs1OT4qp2Gqp6enqNfNZrNyu93atWuXOjs7i3ptAACAcqOsAwAAqBBNTU1617veVZLNF4LBoJROaXryZNGvvVGTY6Pq6ewo+i6toVBImUxGTqezqNcFAACwA2UdAABABXE4HOrr69PCwoIymUzRrtvU1CR/Y4Nt69alUimdmhxXX5GLyMXFRTmdTu3YsaMk6+ABAACUG2UdAABAhXE4HKqrqyv6+nV9gV5NjR4v+pp4GzEzOaFsOlnU9erS6bTi8bgGBweZ/goAAGoGZR0AAECF8Xq9GhkZkdvtViwWK9p1g8Gg4gsRhUPzRbvmRk2Oj8rfUFe0zR9M01QoFFJ3d7cGBweLck0AAIBKQFkHAABQgTo6OjQ4OKh4PK5UKlWUa3Z3d8vtMDQ5Vt6psKZpanLsuPoCgaJNVTUMQxdddJH27Nkjl8tVlGsCAABUAso6AACACrV9+3YFAgFls9miXM/pdKq3u1OT4yeKcr2NioZDikfDRZsCm06n1dHRoYGBATU1NRXlmgAAAJWCsg4AAKBCuVwu7d27VxdeeGHRrhkMBjU3dVKpZLJo11zPxPioXIapnp6e875WNpvV/Py8HA6+xgIAgNrEtxwAAIAK5nA41N7eLklKJBLnfb1gMChl0pqaGD/va23U5Pioero6izJdNRQKqbW1VVu2bClCMgAAgMpDWQcAAFDhDMNQY2OjIpHIeU+JbWxsVIu/UZPjY0VKt7ZUKqVTk+PqCwbP+1qxWExOp1PDw8Py+XxFSAcAAFB5KOsAAAAqnGEYGhoaUltbm+bn52Wa5nldL9jbq+mx4+d9nY2YmTwpM5067/XqMpmMYrGYBgcH1dnZWaR0AAAAlYeyDgAAoAr4fD4NDw/L7XYrFoud17WCwaDiCxGF508XKd3qJsZG1dxQL7/ff17X8Xg8uuSSSzQ4OFi0HWUBAAAqEWUdAABAlejs7NTg4KCcTud5Xaerq0sep0MT46NFSlaYaZqaGjuuvuD5japLpVLavn27tmzZUpR17wAAACoZZR0AAEAV2bFjh6688srzKq2cTqd6ujs1NXaiiMnOFAmFFI+Gz2sKbCKRUDQapaQDAACbBmUdAABAFXE4HKqrq1Nra6sikcg5X6cvGNTc9ISSRdhhdjWT46NyOaTu7u5zOj+bzSoSiWjLli1qaWkpbjgAAIAKRVkHAABQherq6pROp5U4x7ItGAxKmbSmJ04WOdmvTYyfUG931zmPiguFQmppadHQ0JAcDr62AgCAzYFvPQAAAFWor69PW7duVSQSUTabPevzGxoa1OpvKtm6dalkUnNTJxU8xymw8XhcTqdTIyMjqqurK3I6AACAysXiHwAAAFXIMAwNDQ0pFAopFAqpra3trK8RDPTq9fETMk2z6DusTk+elNKpc16vrqOjQz09Pers7CxqLgAAgErHyDoAAIAq5fP5NDIyooaGhnMaXRcMBrW0EFHo9FzRs02Oj8rf2CC/339W55mmKdM0NTQ0pJ6enqKXiAAAAJWOsg4AAKCKdXZ26t3vfvc5bcDQ2dkpj9OhySJPhTVNU1Ojx9UX6D3rc6PRqJaWluR0OouaCQAAoFpQ1gEAAFQ5p9OpYDCocDgs0zTP6rxAT5cmx04UNU84NK/4QuTtTSzOQiKRUDqd1q5du+TxeIqaCQAAoFpQ1gEAANQAl8slt9utSCRyVucFg0HNTU8qkVgqWpbJsVG5HYa6u7s3fE42m1UkElFfX5/6+vqKlgUAAKDaUNYBAADUAL/fr6GhIWUyGSUSiQ2fFwgEZGTTmp44WbQsk+Mn1NvdeVZTWcPhsFpaWrR79245HHxFBQAAmxffhAAAAGrEli1btGXLFkUikQ1vONHQ0KC2Zn/RpsKmkknNTZ086ymwQ0NDuuiii1RXV1eUHAAAANXKZXcAAAAAFIdhGNq9e7cWFxeVTCY3vO5boLdHr42NyjTN8959dWpiXMqkFQgENnR8JpOR3+/X4OAgI+oAAADEyDoAAICa4vP5dOWVV2pwcHDD5wSDQSUWo5qfO3Xe958cH1NzU4OamprWPdY0Tc3PzyubzVLUAQAA/Du+FQEAANQYwzDU09OjeDyudDq97vGdnZ3yuByaHB89r/uapqnpsePq2+Coumg0qrq6urMqFgEAAGodZR0AAEANcjgcamxsVCgUkmmaax7rdDoV7Ok+73XrwvOnFV+IbGi9ukQioVQqpaGhITU3N5/XfQEAAGoJZR0AAEANcrlcGhkZUX19vSKRyLrHBwIBnZ6ZVCKxdM73nBgflcfpUFdX15rHmaapSCSivr4+bdmy5ZzvBwAAUIso6wAAAGqU3+/X0NCQMpmMEonEmscGg0EZmbSmTo6f8/2mxk6op7tTTqdzzeMcDof27t2r4eFh1qoDAABYgW9HAAAANWzLli3aunXruru81tfXq72lWZPj5zYVNplIaG56Qn3rTIFNpVIKBALasmWL6urqzuleAAAAtYyyDgAAoIYZhqGLLrpIe/fuXbewCwR6NTV2Yt017gqZnjgpZdIKrLG5RDqdVigUYjQdAADAGvimBAAAUOMMw1BTU5O8Xq9isdiqxwWDQSVjizp9avas7zExPqoWf6MaGxsLvm6apkKhkLq7u9Xb23vW1wcAANgsKOsAAAA2icbGRsViMaXT6YKvd3Z2yut2anJ87Kyua5qmpsaOq2+NUXXRaFR1dXUaHh6W2+0+q+sDAABsJpR1AAAAm4BhGBocHFRXV5dCoVDBqa4Oh0OBnm5NneW6dfNzp5RYjCq4ynp1qVRKqVRKu3btUktLy7nEBwAA2DQo6wAAADYJl8ulHTt2yOl0KpPJFDyms6NDobmzmwYbW1yQYWbV3t6+6n0vuugibd269awzAwAAbDaUdQAAAJvIelNQHQ6H1t6G4kzpVCp3biFLS0tKJBJsLAEAALABfGMCAADYRJqbm7V79245nc6y3TOZTGpubq5s9wMAAKhmlHUAAACbiGEYb4+eM852/BwAAADKgbIOAABgE1lYWNCJEydWXbMOAAAA9qKsAwAA2ETS6bQWFxcL7gYLAAAA+1HWAQAAoKQ8Ho86OzvtjgEAAFAVKOsAAABQUnV1dQoEAnbHAAAAqAqUdQAAACipdDqthYUFu2MAAABUBco6AACATaSurk69vb1yOMr3NXBxcVHHjh0r2/0AAACqGWUdAADAJuL1etXa2lrWsg4AAAAbV/RvaQcOHNA111yjnp4e9ff364YbbtBrr7227nnf//73tX//fnV2dmpwcFB/+Id/qLm5uWXHHDx4UHv37lVbW5v27t2rhx56qNjxAQAAaloikVAoFFI2m7U7CgAAAAooeln35JNP6pZbbtHjjz+uhx9+WOl0Wh/60Ie0uLi46jk///nP9YlPfEI33XSTDh06pAceeEDPPfecPv3pT+eOefrpp/Xxj39cN954o37xi1/oxhtvzB0PAACAjYnH45qYmKCsAwAAqFCuYl/w4MGDy36+8847NTAwoOeff15XX311wXMOHTqkbdu26VOf+pQkqb+/X7/3e7+nv/zLv8wd861vfUvve9/7dNttt0mShoaG9OSTT+pb3/qW7rvvvmK/DQAAABSJYRhyu912xwAAAKgKJV+sJBKJSJJaW1tXPebyyy/XyZMn9eijj8o0TU1PT+vgwYN6//vfnzvmmWee0bXXXrvsvOuuu05PP/10aYIDAACgKPx+v0ZGRuyOAQAAUBVKWtaZpqkvfvGLuuKKK7Rnz55Vj9u/f7++/e1v6+Mf/7haW1s1ODiolpYWff3rX88dMz09ra6urmXndXV1aXp6OvdzIpFQNBqVJEWjUSUSiSK/IwAAAAAAAKB0SlrW3XrrrXrppZfWnaZ65MgRff7zn9cXvvAFPfnkkzp48KCOHz+uP/qjP1rzPNM0ZRhG7ucDBw5oaGhI0tvTZA8cOHDe7wEAAKCWOJ1O1dfXL/sOVWqRSERHjhwp2/0AAACqWdHXrLN87nOf0yOPPKJHH31UwWBwzWO//vWva//+/frjP/5jSdIFF1yg+vp6/cZv/Ib+5//8n+rp6VF3d7dmZmaWnTc7O7tstN1tt92mm2++WUNDQzp69Kg6OjqK/r4AAACqWVNTk/r7+zU5OVm2e5qmqWQyWbb7AQAAVLOij6wzTVO33nqrHnroIf34xz9Wf3//uufEYjE5HMujOJ3O3PUkad++fXr88ceXHfPYY4/p8ssvz/3s9XrV1NQk6e0vol6v93zeCgAAQM0xTTP3AAAAQOUpeln32c9+Vt///vf1N3/zN2pqatL09LSmp6cVj8dzx9x+++36xCc+kfv5gx/8oB566CHdc889euutt/SLX/xCn//853XppZeqt7dXkvSpT31Kjz32mO644w4dPXpUd9xxh37605/q05/+dLHfAgAAQM0Kh8M6cuSIMpnMWZ8bi8Vym4cBAACgNIo+Dfbee++VJH3gAx9Y9vxdd92lj33sY5KkqakpjY2N5V772Mc+pmg0qrvvvltf+tKX1NzcrHe/+936sz/7s9wx+/fv13333ac//dM/1Z/92Z9pYGBA3/3ud3XZZZcV+y0AAABghVgsph/+33+QJF3/O79tcxoAAIDaVfSybmFhYd1j7r777jOe++QnP6lPfvKTa553/fXX6/rrrz/nbAAAADg38XhcpvH2MiWpVOqszq2vr9f27dtLEQsAAKDmlHQ3WAAAAMDtdufWFQYAAMDaKOsAAABQUktLS5qamrI7BgAAQFWgrAMAANhEmpqatGPHDjmdzrLdM5FIaHp6umz3AwAAqGaUdQAAAJuI0+mUx+ORYRh2RwEAAEABlHUAAACbyOLiok6ePKlMJmN3FAAAABRAWQcAALCJpFIphcNhmaZpdxQAAAAUQFkHAACAknK73Wpra7M7BgAAQFWgrAMAAEBJ1dfXa8uWLXbHAAAAqAqUdQAAACipTCajRCJhdwwAAICqQFkHAACwifh8PnV1dcnhKN/XwIWFBb366qtlux8AAEA1o6wDAADYRHw+nzo6Ospa1gEAAGDj+JYGAACwiSSTSUWjUWWzWbujAAAAoADKOgAAgE0kFotpbGyMsg4AAKBCUdYBAACg5AzDsDsCAABAVaCsAwAAQEk1NzfroosusjsGAABAVaCsAwAAAAAAACoEZR0AAMA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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Closing the Qiskit Metal GUI\n",
    "gui.main_window.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
